live-search-console-data

live-search-console-data is a skill for Codex from marketingskills/seo. It costs 77 tokens per session (1,506 once invoked), scanned A, original, MIT.

A connection to live Google Search Console and Google Analytics 4 data. Search Console reports search clicks, impressions, and rankings; Analytics 4 reports visits, conversions, and related website activity.

In plain words
What is it for?
Use it to inspect real search performance, website sessions, rankings, clicks, impressions, and conversions during SEO work.
Why use it?
It avoids setting up a Google Cloud project, API keys, and a custom sign-in flow before checking website performance. One Google sign-in gives the agent access to the available data.

Skill for Codex

Written for Codex: agents/openai.yaml present. Also seen: mentions Codex.

Not installable: its command points at a path on the author’s own machine, so it runs nowhere else. The line is /home/dunc/.codex/skills/live-search-console-data/scripts/refreshagent_api.py.

Good fit Use it to inspect real search performance, website sessions, rankings, clicks, impressions, and conversions during SEO work.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

There is no command for this one: it runs only inside a plugin, and the catalogue could not identify which plugin ships it. The source is linked below.

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for live-search-console-data

README.md
[![agentmods](https://agentmods.dev/badge/skills/marketingskills/seo/live-search-console-data/github.svg)](https://agentmods.dev/skills/marketingskills/seo/live-search-console-data)
Your own site
<a href="https://agentmods.dev/skills/marketingskills/seo/live-search-console-data"><img src="https://agentmods.dev/badge/skills/marketingskills/seo/live-search-console-data/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for live-search-console-data

Your own site · 80×15
<a href="https://agentmods.dev/skills/marketingskills/seo/live-search-console-data"><img src="https://agentmods.dev/badge/skills/marketingskills/seo/live-search-console-data.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 77 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,506 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00077 $0.01506
Opus 5 $0.00039 $0.00753
Sonnet 5 $0.00015 $0.00301
Haiku 4.5 $0.00008 $0.00151

Measured 12d ago against content hash d6307dc8ca73, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

live-search-console-data scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/refreshagent_api.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/live-search-console-data/SKILL.md · 113 lines

How it starts

The opening of the file, as written. The whole thing — 113 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Live Search Console Data

Overview

Get live Google Search Console and GA4 data in your agent in 30 seconds. No Google Cloud project to create, no API keys to request, no OAuth consent screen to configure. One Google sign-in and your agent can query real clicks, impressions, rankings, sessions, and conversions. Uses RefreshAgent as an authenticated proxy — keep secrets out of prompts and repositories. Prefer the bundled helper because it can authenticate, save, and reuse the user's local key without exposing it in chat.

First-Use Login

Before doing any SEO analysis, check whether the user already has a saved RefreshAgent key by running exactly one lightweight helper command first. Expect this first command to open a browser login if ~/.config/refreshagent/.env does not exist yet:

python3 /home/dunc/.codex/skills/live-search-console-data/scripts/refreshagent_api.py \
  GET /api/v1/clients --login

If the helper opens a browser, tell the user that RefreshAgent needs one Google sign-in on first use, then wait for the command to finish. Do not investigate missing output as a data/API problem while the login is pending. Do not start Search Console and GA4 discovery in parallel until this first command has completed and saved the key.

After the first command succeeds, continue with resource discovery (/api/v1/sc/sites, /api/v1/ga4/properties) and the user's requested analysis. Later runs should reuse the saved key and should not open a browser.

Authentication

Send the API key in the X-API-Key header.

Do not save API keys in skill files, repositories, shell history, examples, or final answers. Prefer:

export REFRESHAGENT_API_KEY="..."

The helper also checks ~/.config/refreshagent/.env. If no key exists, it opens https://refreshagent.com/auth/cli with a localhost callback, waits for Google login, saves the returned key to ~/.config/refreshagent/.env, and then continues the original API request.

When running commands from an agent, use the helper directly. If it starts login, tell the user to complete the browser sign-in and return to the agent. Do not ask the user to manually paste a key unless browser login is unavailable.

Read the full file on GitHub · 113 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 113 lines · 77 tokens per session scan A d6307dc8ca73

Subscribe to this mod's changes

live-search-console-data is a skill published in the GitHub repository marketingskills/seo (3 stars, last pushed 1mo ago), licensed MIT. It adds 77 tokens to every session and 1,506 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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